Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 3218 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 392.7 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 11 |
id has a high cardinality: 3218 distinct values | High cardinality |
title has a high cardinality: 3133 distinct values | High cardinality |
all_artists has a high cardinality: 788 distinct values | High cardinality |
release_date has a high cardinality: 942 distinct values | High cardinality |
energy is highly correlated with loudness | High correlation |
loudness is highly correlated with energy | High correlation |
energy is highly correlated with loudness | High correlation |
loudness is highly correlated with energy | High correlation |
energy is highly correlated with loudness | High correlation |
loudness is highly correlated with energy | High correlation |
acousticness is highly correlated with energy and 1 other fields | High correlation |
energy is highly correlated with acousticness and 1 other fields | High correlation |
loudness is highly correlated with acousticness and 1 other fields | High correlation |
id is uniformly distributed | Uniform |
title is uniformly distributed | Uniform |
id has unique values | Unique |
popularity has 366 (11.4%) zeros | Zeros |
key has 361 (11.2%) zeros | Zeros |
instrumentalness has 1802 (56.0%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-09 22:35:31.347032 |
|---|---|
| Analysis finished | 2021-10-09 22:35:49.183314 |
| Duration | 17.84 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 3218 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 248.4 KiB |
| 4ckuS4Nj4FZ7i3Def3Br8W | 1 |
|---|---|
| 0JlPOiJFrlFnC5QHcLPyPV | 1 |
| 1j2l6jMz85PaXuDiF08Vcv | 1 |
| 0pJPdSVti6cTM1Q6xYGmcf | 1 |
| 5Il6Oe7lr5XM7A0cWbVQtr | 1 |
| Other values (3213) |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Characters and Unicode
| Total characters | 70796 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3218 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0Li1OuXXfi7950ilZUFGkF |
|---|---|
| 2nd row | 4at3d5QWnlibMVN75ECDrp |
| 3rd row | 6b2oQwSGFkzsMtQruIWm2p |
| 4th row | 5fsjS6L83RSJBqRJKL0BTY |
| 5th row | 7cvkXf3AwPGT041PyOi5VX |
Common Values
| Value | Count | Frequency (%) |
| 4ckuS4Nj4FZ7i3Def3Br8W | 1 | < 0.1% |
| 0JlPOiJFrlFnC5QHcLPyPV | 1 | < 0.1% |
| 1j2l6jMz85PaXuDiF08Vcv | 1 | < 0.1% |
| 0pJPdSVti6cTM1Q6xYGmcf | 1 | < 0.1% |
| 5Il6Oe7lr5XM7A0cWbVQtr | 1 | < 0.1% |
| 005lwxGU1tms6HGELIcUv9 | 1 | < 0.1% |
| 1Twabx98PlYV9aeYhyzHtP | 1 | < 0.1% |
| 2FpyKkCFIfqmp6eQx4Rn1V | 1 | < 0.1% |
| 7HKxTNVlkHsfMLhigmhC0I | 1 | < 0.1% |
| 0nJW01T7XtvILxQgC5J7Wh | 1 | < 0.1% |
| Other values (3208) | 3208 |
Length
| Value | Count | Frequency (%) |
| 5kbarwixemgkvuax9vtvc9 | 1 | < 0.1% |
| 66q3famsx5ehamgbka9alp | 1 | < 0.1% |
| 5juu0una8vwhtz9lkmwuvi | 1 | < 0.1% |
| 3dk6m7it6pw857fcqftmds | 1 | < 0.1% |
| 6hfywc5eqyrryhytatcb5y | 1 | < 0.1% |
| 5woaf1b5xienwfmb5nzikf | 1 | < 0.1% |
| 7nyvutkqmx1v80s2fh2s9j | 1 | < 0.1% |
| 3u21a07galocc4p7j8rxcn | 1 | < 0.1% |
| 0ws8d3ewudgy962xftb0h5 | 1 | < 0.1% |
| 4mxhiyirdmgauvzc5iftwc | 1 | < 0.1% |
| Other values (3208) | 3208 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 1593 | 2.3% |
| 0 | 1523 | 2.2% |
| 1 | 1523 | 2.2% |
| 4 | 1505 | 2.1% |
| 3 | 1476 | 2.1% |
| 7 | 1440 | 2.0% |
| 2 | 1431 | 2.0% |
| 5 | 1428 | 2.0% |
| E | 1198 | 1.7% |
| F | 1195 | 1.7% |
| Other values (52) | 56484 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 28503 | |
| Lowercase Letter | 28164 | |
| Decimal Number | 14129 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1198 | 4.2% |
| F | 1195 | 4.2% |
| A | 1138 | 4.0% |
| L | 1135 | 4.0% |
| J | 1132 | 4.0% |
| O | 1128 | 4.0% |
| C | 1113 | 3.9% |
| Q | 1111 | 3.9% |
| D | 1111 | 3.9% |
| Z | 1108 | 3.9% |
| Other values (16) | 17134 |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 1147 | 4.1% |
| r | 1146 | 4.1% |
| w | 1130 | 4.0% |
| k | 1118 | 4.0% |
| p | 1110 | 3.9% |
| o | 1110 | 3.9% |
| b | 1107 | 3.9% |
| d | 1106 | 3.9% |
| a | 1102 | 3.9% |
| n | 1094 | 3.9% |
| Other values (16) | 16994 |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 1593 | |
| 0 | 1523 | |
| 1 | 1523 | |
| 4 | 1505 | |
| 3 | 1476 | |
| 7 | 1440 | |
| 2 | 1431 | |
| 5 | 1428 | |
| 8 | 1111 | |
| 9 | 1099 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 56667 | |
| Common | 14129 | 20.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 1198 | 2.1% |
| F | 1195 | 2.1% |
| t | 1147 | 2.0% |
| r | 1146 | 2.0% |
| A | 1138 | 2.0% |
| L | 1135 | 2.0% |
| J | 1132 | 2.0% |
| w | 1130 | 2.0% |
| O | 1128 | 2.0% |
| k | 1118 | 2.0% |
| Other values (42) | 45200 |
Common
| Value | Count | Frequency (%) |
| 6 | 1593 | |
| 0 | 1523 | |
| 1 | 1523 | |
| 4 | 1505 | |
| 3 | 1476 | |
| 7 | 1440 | |
| 2 | 1431 | |
| 5 | 1428 | |
| 8 | 1111 | |
| 9 | 1099 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70796 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6 | 1593 | 2.3% |
| 0 | 1523 | 2.2% |
| 1 | 1523 | 2.2% |
| 4 | 1505 | 2.1% |
| 3 | 1476 | 2.1% |
| 7 | 1440 | 2.0% |
| 2 | 1431 | 2.0% |
| 5 | 1428 | 2.0% |
| E | 1198 | 1.7% |
| F | 1195 | 1.7% |
| Other values (52) | 56484 |
| Distinct | 3133 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| Stay | 4 |
|---|---|
| Let It Go | 4 |
| Pony | 3 |
| Up All Night | 3 |
| Sorry | 3 |
| Other values (3128) |
Length
| Max length | 116 |
|---|---|
| Median length | 13 |
| Mean length | 17.94965817 |
| Min length | 1 |
Characters and Unicode
| Total characters | 57762 |
|---|---|
| Distinct characters | 98 |
| Distinct categories | 14 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 3055 ? |
|---|---|
| Unique (%) | 94.9% |
Sample
| 1st row | Cardigan |
|---|---|
| 2nd row | Pretty Little Fears (feat. J. Cole) |
| 3rd row | Creep |
| 4th row | Got Your Money (feat. Kelis) |
| 5th row | Dance for You |
Common Values
| Value | Count | Frequency (%) |
| Stay | 4 | 0.1% |
| Let It Go | 4 | 0.1% |
| Pony | 3 | 0.1% |
| Up All Night | 3 | 0.1% |
| Sorry | 3 | 0.1% |
| Yikes | 2 | 0.1% |
| Wings | 2 | 0.1% |
| Lonely | 2 | 0.1% |
| You & Me - Flume Remix | 2 | 0.1% |
| Glitter | 2 | 0.1% |
| Other values (3123) | 3191 |
Length
| Value | Count | Frequency (%) |
| feat | 683 | 6.3% |
| 438 | 4.0% | |
| the | 249 | 2.3% |
| me | 142 | 1.3% |
| you | 138 | 1.3% |
| it | 127 | 1.2% |
| i | 122 | 1.1% |
| a | 100 | 0.9% |
| love | 96 | 0.9% |
| with | 92 | 0.8% |
| Other values (3203) | 8699 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7668 | 13.3% | |
| e | 5125 | 8.9% |
| a | 3620 | 6.3% |
| t | 2949 | 5.1% |
| o | 2949 | 5.1% |
| i | 2676 | 4.6% |
| n | 2433 | 4.2% |
| r | 2068 | 3.6% |
| l | 1651 | 2.9% |
| s | 1604 | 2.8% |
| Other values (88) | 25019 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 35510 | |
| Uppercase Letter | 10344 | 17.9% |
| Space Separator | 7668 | 13.3% |
| Other Punctuation | 1649 | 2.9% |
| Open Punctuation | 837 | 1.4% |
| Close Punctuation | 837 | 1.4% |
| Decimal Number | 621 | 1.1% |
| Dash Punctuation | 218 | 0.4% |
| Currency Symbol | 41 | 0.1% |
| Final Punctuation | 15 | < 0.1% |
| Other values (4) | 22 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5125 | |
| a | 3620 | 10.2% |
| t | 2949 | 8.3% |
| o | 2949 | 8.3% |
| i | 2676 | 7.5% |
| n | 2433 | 6.9% |
| r | 2068 | 5.8% |
| l | 1651 | 4.6% |
| s | 1604 | 4.5% |
| h | 1326 | 3.7% |
| Other values (22) | 9109 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 868 | 8.4% |
| S | 823 | 8.0% |
| B | 690 | 6.7% |
| M | 686 | 6.6% |
| L | 617 | 6.0% |
| I | 539 | 5.2% |
| A | 501 | 4.8% |
| R | 494 | 4.8% |
| D | 489 | 4.7% |
| W | 488 | 4.7% |
| Other values (18) | 4149 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 916 | |
| & | 244 | 14.8% |
| ' | 217 | 13.2% |
| , | 145 | 8.8% |
| ? | 28 | 1.7% |
| " | 27 | 1.6% |
| / | 26 | 1.6% |
| ! | 21 | 1.3% |
| * | 14 | 0.8% |
| : | 5 | 0.3% |
| Other values (3) | 6 | 0.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 174 | |
| 2 | 136 | |
| 1 | 113 | |
| 4 | 42 | 6.8% |
| 3 | 35 | 5.6% |
| 9 | 31 | 5.0% |
| 5 | 30 | 4.8% |
| 6 | 28 | 4.5% |
| 7 | 16 | 2.6% |
| 8 | 16 | 2.6% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 827 | |
| [ | 10 | 1.2% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 827 | |
| ] | 10 | 1.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 217 | |
| – | 1 | 0.5% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 13 | |
| ” | 2 | 13.3% |
Math Symbol
| Value | Count | Frequency (%) |
| | | 8 | |
| + | 3 | 27.3% |
Space Separator
| Value | Count | Frequency (%) |
| 7668 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 41 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 8 |
Other Symbol
| Value | Count | Frequency (%) |
| ® | 1 |
Initial Punctuation
| Value | Count | Frequency (%) |
| “ | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 45854 | |
| Common | 11908 | 20.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5125 | 11.2% |
| a | 3620 | 7.9% |
| t | 2949 | 6.4% |
| o | 2949 | 6.4% |
| i | 2676 | 5.8% |
| n | 2433 | 5.3% |
| r | 2068 | 4.5% |
| l | 1651 | 3.6% |
| s | 1604 | 3.5% |
| h | 1326 | 2.9% |
| Other values (50) | 19453 |
Common
| Value | Count | Frequency (%) |
| 7668 | ||
| . | 916 | 7.7% |
| ( | 827 | 6.9% |
| ) | 827 | 6.9% |
| & | 244 | 2.0% |
| ' | 217 | 1.8% |
| - | 217 | 1.8% |
| 0 | 174 | 1.5% |
| , | 145 | 1.2% |
| 2 | 136 | 1.1% |
| Other values (28) | 537 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 57723 | |
| Latin 1 Sup | 21 | < 0.1% |
| Punctuation | 18 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7668 | 13.3% | |
| e | 5125 | 8.9% |
| a | 3620 | 6.3% |
| t | 2949 | 5.1% |
| o | 2949 | 5.1% |
| i | 2676 | 4.6% |
| n | 2433 | 4.2% |
| r | 2068 | 3.6% |
| l | 1651 | 2.9% |
| s | 1604 | 2.8% |
| Other values (75) | 24980 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 13 | |
| “ | 2 | 11.1% |
| ” | 2 | 11.1% |
| – | 1 | 5.6% |
Latin 1 Sup
| Value | Count | Frequency (%) |
| é | 9 | |
| á | 3 | 14.3% |
| Ü | 2 | 9.5% |
| ñ | 2 | 9.5% |
| í | 1 | 4.8% |
| ® | 1 | 4.8% |
| à | 1 | 4.8% |
| ü | 1 | 4.8% |
| Í | 1 | 4.8% |
| Distinct | 788 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 212.1 KiB |
| Drake | 88 |
|---|---|
| Ariana Grande | 68 |
| Travis Scott | 58 |
| The Weeknd | 54 |
| Rihanna | 46 |
| Other values (783) |
Length
| Max length | 38 |
|---|---|
| Median length | 10 |
| Mean length | 9.931945308 |
| Min length | 2 |
Characters and Unicode
| Total characters | 31961 |
|---|---|
| Distinct characters | 77 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 454 ? |
|---|---|
| Unique (%) | 14.1% |
Sample
| 1st row | Don Toliver |
|---|---|
| 2nd row | J. Cole |
| 3rd row | Radiohead |
| 4th row | Kelis |
| 5th row | Beyoncé |
Common Values
| Value | Count | Frequency (%) |
| Drake | 88 | 2.7% |
| Ariana Grande | 68 | 2.1% |
| Travis Scott | 58 | 1.8% |
| The Weeknd | 54 | 1.7% |
| Rihanna | 46 | 1.4% |
| Lil Uzi Vert | 42 | 1.3% |
| Gunna | 41 | 1.3% |
| Young Thug | 38 | 1.2% |
| One Direction | 38 | 1.2% |
| J. Cole | 37 | 1.1% |
| Other values (778) | 2708 |
Length
| Value | Count | Frequency (%) |
| the | 204 | 3.5% |
| lil | 146 | 2.5% |
| drake | 88 | 1.5% |
| ariana | 68 | 1.2% |
| grande | 68 | 1.2% |
| travis | 60 | 1.0% |
| scott | 58 | 1.0% |
| young | 56 | 1.0% |
| weeknd | 54 | 0.9% |
| rihanna | 46 | 0.8% |
| Other values (1164) | 4972 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2871 | 9.0% |
| 2602 | 8.1% | |
| a | 2582 | 8.1% |
| i | 2179 | 6.8% |
| n | 1770 | 5.5% |
| r | 1670 | 5.2% |
| o | 1430 | 4.5% |
| l | 1284 | 4.0% |
| t | 938 | 2.9% |
| h | 855 | 2.7% |
| Other values (67) | 13780 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 21751 | |
| Uppercase Letter | 7032 | 22.0% |
| Space Separator | 2602 | 8.1% |
| Other Punctuation | 241 | 0.8% |
| Decimal Number | 223 | 0.7% |
| Dash Punctuation | 57 | 0.2% |
| Currency Symbol | 47 | 0.1% |
| Math Symbol | 5 | < 0.1% |
| Final Punctuation | 2 | < 0.1% |
| Other Symbol | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2871 | |
| a | 2582 | |
| i | 2179 | |
| n | 1770 | 8.1% |
| r | 1670 | 7.7% |
| o | 1430 | 6.6% |
| l | 1284 | 5.9% |
| t | 938 | 4.3% |
| h | 855 | 3.9% |
| s | 848 | 3.9% |
| Other values (19) | 5324 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 710 | 10.1% |
| S | 564 | 8.0% |
| B | 556 | 7.9% |
| M | 445 | 6.3% |
| A | 433 | 6.2% |
| C | 396 | 5.6% |
| L | 383 | 5.4% |
| D | 359 | 5.1% |
| R | 338 | 4.8% |
| K | 289 | 4.1% |
| Other values (17) | 2559 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 61 | |
| 0 | 37 | |
| 1 | 36 | |
| 5 | 22 | 9.9% |
| 6 | 21 | 9.4% |
| 8 | 20 | 9.0% |
| 4 | 9 | 4.0% |
| 3 | 9 | 4.0% |
| 9 | 7 | 3.1% |
| 7 | 1 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 160 | |
| ' | 28 | 11.6% |
| & | 21 | 8.7% |
| , | 18 | 7.5% |
| ! | 14 | 5.8% |
Space Separator
| Value | Count | Frequency (%) |
| 2602 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 57 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 47 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 5 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 2 |
Other Symbol
| Value | Count | Frequency (%) |
| ® | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 28783 | |
| Common | 3178 | 9.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2871 | 10.0% |
| a | 2582 | 9.0% |
| i | 2179 | 7.6% |
| n | 1770 | 6.1% |
| r | 1670 | 5.8% |
| o | 1430 | 5.0% |
| l | 1284 | 4.5% |
| t | 938 | 3.3% |
| h | 855 | 3.0% |
| s | 848 | 2.9% |
| Other values (46) | 12356 |
Common
| Value | Count | Frequency (%) |
| 2602 | ||
| . | 160 | 5.0% |
| 2 | 61 | 1.9% |
| - | 57 | 1.8% |
| $ | 47 | 1.5% |
| 0 | 37 | 1.2% |
| 1 | 36 | 1.1% |
| ' | 28 | 0.9% |
| 5 | 22 | 0.7% |
| 6 | 21 | 0.7% |
| Other values (11) | 107 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31892 | |
| Latin 1 Sup | 67 | 0.2% |
| Punctuation | 2 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 2871 | 9.0% |
| 2602 | 8.2% | |
| a | 2582 | 8.1% |
| i | 2179 | 6.8% |
| n | 1770 | 5.5% |
| r | 1670 | 5.2% |
| o | 1430 | 4.5% |
| l | 1284 | 4.0% |
| t | 938 | 2.9% |
| h | 855 | 2.7% |
| Other values (61) | 13711 |
Latin 1 Sup
| Value | Count | Frequency (%) |
| é | 62 | |
| á | 2 | 3.0% |
| ® | 1 | 1.5% |
| Í | 1 | 1.5% |
| ü | 1 | 1.5% |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 2 |
| Distinct | 88 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.03076445 |
| Minimum | 0 |
|---|---|
| Maximum | 88 |
| Zeros | 366 |
| Zeros (%) | 11.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 45 |
| median | 59 |
| Q3 | 69 |
| 95-th percentile | 78.15 |
| Maximum | 88 |
| Range | 88 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 23.86984156 |
|---|---|
| Coefficient of variation (CV) | 0.4587639988 |
| Kurtosis | 0.2919976412 |
| Mean | 52.03076445 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -1.15104332 |
| Sum | 167435 |
| Variance | 569.7693361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 366 | 11.4% |
| 67 | 89 | 2.8% |
| 70 | 88 | 2.7% |
| 64 | 86 | 2.7% |
| 62 | 85 | 2.6% |
| 73 | 84 | 2.6% |
| 66 | 83 | 2.6% |
| 55 | 81 | 2.5% |
| 60 | 80 | 2.5% |
| 57 | 77 | 2.4% |
| Other values (78) | 2099 |
| Value | Count | Frequency (%) |
| 0 | 366 | |
| 1 | 29 | 0.9% |
| 2 | 6 | 0.2% |
| 3 | 7 | 0.2% |
| 4 | 4 | 0.1% |
| 5 | 5 | 0.2% |
| 6 | 4 | 0.1% |
| 7 | 4 | 0.1% |
| 8 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 88 | 3 | 0.1% |
| 87 | 2 | 0.1% |
| 85 | 8 | 0.2% |
| 84 | 11 | 0.3% |
| 83 | 19 | |
| 82 | 19 | |
| 81 | 27 | |
| 80 | 36 | |
| 79 | 36 | |
| 78 | 37 |
| Distinct | 942 |
|---|---|
| Distinct (%) | 29.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 210.2 KiB |
| 2013-01-01 | 61 |
|---|---|
| 2018-08-03 | 37 |
| 2019-08-16 | 31 |
| 2020-03-13 | 27 |
| 2018-03-30 | 26 |
| Other values (937) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.84617775 |
| Min length | 4 |
Characters and Unicode
| Total characters | 31685 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 504 ? |
|---|---|
| Unique (%) | 15.7% |
Sample
| 1st row | 2020-03-13 |
|---|---|
| 2nd row | 2018-09-14 |
| 3rd row | 1993-02-22 |
| 4th row | 2008 |
| 5th row | 2011-06-24 |
Common Values
| Value | Count | Frequency (%) |
| 2013-01-01 | 61 | 1.9% |
| 2018-08-03 | 37 | 1.1% |
| 2019-08-16 | 31 | 1.0% |
| 2020-03-13 | 27 | 0.8% |
| 2018-03-30 | 26 | 0.8% |
| 2017-08-25 | 26 | 0.8% |
| 2012-01-01 | 26 | 0.8% |
| 2019-11-22 | 24 | 0.7% |
| 2017-06-09 | 23 | 0.7% |
| 2017-07-21 | 22 | 0.7% |
| Other values (932) | 2915 |
Length
| Value | Count | Frequency (%) |
| 2013-01-01 | 61 | 1.9% |
| 2018-08-03 | 37 | 1.1% |
| 2019-08-16 | 31 | 1.0% |
| 2020-03-13 | 27 | 0.8% |
| 2018-03-30 | 26 | 0.8% |
| 2017-08-25 | 26 | 0.8% |
| 2012-01-01 | 26 | 0.8% |
| 2019-11-22 | 24 | 0.7% |
| 2017-06-09 | 23 | 0.7% |
| 2017-07-21 | 22 | 0.7% |
| Other values (932) | 2915 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7569 | |
| - | 6271 | |
| 1 | 5860 | |
| 2 | 5058 | |
| 9 | 1389 | 4.4% |
| 8 | 1109 | 3.5% |
| 6 | 974 | 3.1% |
| 7 | 949 | 3.0% |
| 3 | 926 | 2.9% |
| 5 | 800 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25414 | |
| Dash Punctuation | 6271 | 19.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7569 | |
| 1 | 5860 | |
| 2 | 5058 | |
| 9 | 1389 | 5.5% |
| 8 | 1109 | 4.4% |
| 6 | 974 | 3.8% |
| 7 | 949 | 3.7% |
| 3 | 926 | 3.6% |
| 5 | 800 | 3.1% |
| 4 | 780 | 3.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6271 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 31685 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7569 | |
| - | 6271 | |
| 1 | 5860 | |
| 2 | 5058 | |
| 9 | 1389 | 4.4% |
| 8 | 1109 | 3.5% |
| 6 | 974 | 3.1% |
| 7 | 949 | 3.0% |
| 3 | 926 | 2.9% |
| 5 | 800 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31685 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7569 | |
| - | 6271 | |
| 1 | 5860 | |
| 2 | 5058 | |
| 9 | 1389 | 4.4% |
| 8 | 1109 | 3.5% |
| 6 | 974 | 3.1% |
| 7 | 949 | 3.0% |
| 3 | 926 | 2.9% |
| 5 | 800 | 2.5% |
danceability
Real number (ℝ≥0)
| Distinct | 648 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6924045991 |
| Minimum | 0.153 |
|---|---|
| Maximum | 0.986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | 0.153 |
|---|---|
| 5-th percentile | 0.415 |
| Q1 | 0.58525 |
| median | 0.707 |
| Q3 | 0.813 |
| 95-th percentile | 0.92 |
| Maximum | 0.986 |
| Range | 0.833 |
| Interquartile range (IQR) | 0.22775 |
Descriptive statistics
| Standard deviation | 0.1545261905 |
|---|---|
| Coefficient of variation (CV) | 0.2231732584 |
| Kurtosis | -0.3910986908 |
| Mean | 0.6924045991 |
| Median Absolute Deviation (MAD) | 0.114 |
| Skewness | -0.4338215639 |
| Sum | 2228.158 |
| Variance | 0.02387834355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.678 | 15 | 0.5% |
| 0.76 | 13 | 0.4% |
| 0.706 | 13 | 0.4% |
| 0.734 | 13 | 0.4% |
| 0.8 | 13 | 0.4% |
| 0.675 | 12 | 0.4% |
| 0.669 | 12 | 0.4% |
| 0.837 | 12 | 0.4% |
| 0.624 | 12 | 0.4% |
| 0.559 | 12 | 0.4% |
| Other values (638) | 3091 |
| Value | Count | Frequency (%) |
| 0.153 | 1 | |
| 0.18 | 1 | |
| 0.198 | 1 | |
| 0.228 | 1 | |
| 0.232 | 1 | |
| 0.245 | 1 | |
| 0.248 | 2 | |
| 0.25 | 1 | |
| 0.256 | 2 | |
| 0.264 | 1 |
| Value | Count | Frequency (%) |
| 0.986 | 1 | |
| 0.979 | 1 | |
| 0.977 | 1 | |
| 0.975 | 1 | |
| 0.974 | 1 | |
| 0.972 | 2 | |
| 0.971 | 2 | |
| 0.97 | 2 | |
| 0.968 | 1 | |
| 0.967 | 1 |
| Distinct | 731 |
|---|---|
| Distinct (%) | 22.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6071668428 |
| Minimum | 0.0307 |
|---|---|
| Maximum | 0.989 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | 0.0307 |
|---|---|
| 5-th percentile | 0.31685 |
| Q1 | 0.493 |
| median | 0.6125 |
| Q3 | 0.728 |
| 95-th percentile | 0.869 |
| Maximum | 0.989 |
| Range | 0.9583 |
| Interquartile range (IQR) | 0.235 |
Descriptive statistics
| Standard deviation | 0.168668181 |
|---|---|
| Coefficient of variation (CV) | 0.2777954412 |
| Kurtosis | -0.1313257572 |
| Mean | 0.6071668428 |
| Median Absolute Deviation (MAD) | 0.1165 |
| Skewness | -0.3121439752 |
| Sum | 1953.8629 |
| Variance | 0.02844895527 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.662 | 15 | 0.5% |
| 0.648 | 15 | 0.5% |
| 0.712 | 14 | 0.4% |
| 0.573 | 13 | 0.4% |
| 0.715 | 13 | 0.4% |
| 0.728 | 13 | 0.4% |
| 0.554 | 13 | 0.4% |
| 0.703 | 13 | 0.4% |
| 0.623 | 13 | 0.4% |
| 0.522 | 13 | 0.4% |
| Other values (721) | 3083 |
| Value | Count | Frequency (%) |
| 0.0307 | 1 | |
| 0.0561 | 1 | |
| 0.0613 | 1 | |
| 0.0662 | 1 | |
| 0.0671 | 1 | |
| 0.0809 | 1 | |
| 0.0851 | 1 | |
| 0.0924 | 1 | |
| 0.0929 | 1 | |
| 0.0952 | 1 |
| Value | Count | Frequency (%) |
| 0.989 | 1 | |
| 0.988 | 2 | |
| 0.987 | 1 | |
| 0.984 | 1 | |
| 0.981 | 1 | |
| 0.975 | 1 | |
| 0.974 | 1 | |
| 0.97 | 1 | |
| 0.966 | 1 | |
| 0.963 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.049409571 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 361 |
| Zeros (%) | 11.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.657514859 |
|---|---|
| Coefficient of variation (CV) | 0.7243450561 |
| Kurtosis | -1.359746896 |
| Mean | 5.049409571 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.09300196782 |
| Sum | 16249 |
| Variance | 13.37741495 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 542 | |
| 0 | 361 | |
| 7 | 306 | |
| 8 | 276 | |
| 2 | 259 | |
| 11 | 257 | |
| 5 | 246 | |
| 6 | 237 | |
| 10 | 228 | |
| 9 | 226 | |
| Other values (2) | 280 |
| Value | Count | Frequency (%) |
| 0 | 361 | |
| 1 | 542 | |
| 2 | 259 | |
| 3 | 74 | 2.3% |
| 4 | 206 | 6.4% |
| 5 | 246 | |
| 6 | 237 | |
| 7 | 306 | |
| 8 | 276 | |
| 9 | 226 |
| Value | Count | Frequency (%) |
| 11 | 257 | |
| 10 | 228 | |
| 9 | 226 | |
| 8 | 276 | |
| 7 | 306 | |
| 6 | 237 | |
| 5 | 246 | |
| 4 | 206 | |
| 3 | 74 | 2.3% |
| 2 | 259 |
| Distinct | 2662 |
|---|---|
| Distinct (%) | 82.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.908602237 |
| Minimum | -23.023 |
|---|---|
| Maximum | -0.656 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3218 |
| Negative (%) | 100.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | -23.023 |
|---|---|
| 5-th percentile | -11.5489 |
| Q1 | -8.23775 |
| median | -6.559 |
| Q3 | -5.153 |
| 95-th percentile | -3.4158 |
| Maximum | -0.656 |
| Range | 22.367 |
| Interquartile range (IQR) | 3.08475 |
Descriptive statistics
| Standard deviation | 2.606645594 |
|---|---|
| Coefficient of variation (CV) | -0.377304338 |
| Kurtosis | 2.943941194 |
| Mean | -6.908602237 |
| Median Absolute Deviation (MAD) | 1.5295 |
| Skewness | -1.157891681 |
| Sum | -22231.882 |
| Variance | 6.794601251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -5.273 | 4 | 0.1% |
| -6.757 | 4 | 0.1% |
| -5.946 | 4 | 0.1% |
| -7.247 | 4 | 0.1% |
| -6.062 | 4 | 0.1% |
| -4.24 | 4 | 0.1% |
| -4.993 | 4 | 0.1% |
| -7.909 | 3 | 0.1% |
| -8.957 | 3 | 0.1% |
| -5.221 | 3 | 0.1% |
| Other values (2652) | 3181 |
| Value | Count | Frequency (%) |
| -23.023 | 1 | |
| -22.609 | 1 | |
| -22.32 | 1 | |
| -21.877 | 1 | |
| -21.49 | 1 | |
| -19.346 | 1 | |
| -18.435 | 1 | |
| -18.141 | 1 | |
| -17.949 | 1 | |
| -17.904 | 1 |
| Value | Count | Frequency (%) |
| -0.656 | 1 | |
| -1.218 | 1 | |
| -1.299 | 1 | |
| -1.304 | 1 | |
| -1.357 | 1 | |
| -1.439 | 1 | |
| -1.538 | 1 | |
| -1.541 | 1 | |
| -1.638 | 1 | |
| -1.69 | 1 |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 182.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3218 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1842 | |
| 0 | 1376 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 1842 | |
| 0 | 1376 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1842 | |
| 0 | 1376 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3218 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1842 | |
| 0 | 1376 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3218 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1842 | |
| 0 | 1376 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3218 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1842 | |
| 0 | 1376 |
| Distinct | 1604 |
|---|---|
| Distinct (%) | 49.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.210370666 |
| Minimum | 2.64 × 10-5 |
|---|---|
| Maximum | 0.991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | 2.64 × 10-5 |
|---|---|
| 5-th percentile | 0.002677 |
| Q1 | 0.0321 |
| median | 0.112 |
| Q3 | 0.308 |
| 95-th percentile | 0.75815 |
| Maximum | 0.991 |
| Range | 0.9909736 |
| Interquartile range (IQR) | 0.2759 |
Descriptive statistics
| Standard deviation | 0.238825527 |
|---|---|
| Coefficient of variation (CV) | 1.135260593 |
| Kurtosis | 1.153707013 |
| Mean | 0.210370666 |
| Median Absolute Deviation (MAD) | 0.0969 |
| Skewness | 1.418931987 |
| Sum | 676.9728032 |
| Variance | 0.05703763237 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.145 | 13 | 0.4% |
| 0.105 | 12 | 0.4% |
| 0.111 | 12 | 0.4% |
| 0.115 | 12 | 0.4% |
| 0.107 | 11 | 0.3% |
| 0.172 | 11 | 0.3% |
| 0.101 | 11 | 0.3% |
| 0.135 | 9 | 0.3% |
| 0.22 | 9 | 0.3% |
| 0.0175 | 9 | 0.3% |
| Other values (1594) | 3109 |
| Value | Count | Frequency (%) |
| 2.64 × 10-5 | 1 | |
| 4.62 × 10-5 | 1 | |
| 6.48 × 10-5 | 1 | |
| 8.05 × 10-5 | 1 | |
| 9.43 × 10-5 | 1 | |
| 0.000107 | 1 | |
| 0.000131 | 1 | |
| 0.000136 | 1 | |
| 0.000138 | 1 | |
| 0.000143 | 1 |
| Value | Count | Frequency (%) |
| 0.991 | 1 | |
| 0.983 | 2 | |
| 0.982 | 1 | |
| 0.978 | 1 | |
| 0.976 | 1 | |
| 0.975 | 2 | |
| 0.974 | 1 | |
| 0.971 | 1 | |
| 0.963 | 1 | |
| 0.962 | 1 |
| Distinct | 1127 |
|---|---|
| Distinct (%) | 35.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01167211259 |
| Minimum | 0 |
|---|---|
| Maximum | 0.973 |
| Zeros | 1802 |
| Zeros (%) | 56.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4.6 × 10-5 |
| 95-th percentile | 0.02052 |
| Maximum | 0.973 |
| Range | 0.973 |
| Interquartile range (IQR) | 4.6 × 10-5 |
Descriptive statistics
| Standard deviation | 0.07262849226 |
|---|---|
| Coefficient of variation (CV) | 6.222394766 |
| Kurtosis | 81.71600316 |
| Mean | 0.01167211259 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.570874553 |
| Sum | 37.5608583 |
| Variance | 0.005274897888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1802 | |
| 1.21 × 10-6 | 6 | 0.2% |
| 1.04 × 10-6 | 5 | 0.2% |
| 2.02 × 10-5 | 4 | 0.1% |
| 1.58 × 10-6 | 4 | 0.1% |
| 0.000115 | 4 | 0.1% |
| 1.22 × 10-5 | 4 | 0.1% |
| 1.16 × 10-6 | 4 | 0.1% |
| 0.000125 | 4 | 0.1% |
| 0.000194 | 4 | 0.1% |
| Other values (1117) | 1377 |
| Value | Count | Frequency (%) |
| 0 | 1802 | |
| 1 × 10-6 | 1 | < 0.1% |
| 1.01 × 10-6 | 4 | 0.1% |
| 1.02 × 10-6 | 2 | 0.1% |
| 1.03 × 10-6 | 1 | < 0.1% |
| 1.04 × 10-6 | 5 | 0.2% |
| 1.05 × 10-6 | 1 | < 0.1% |
| 1.06 × 10-6 | 1 | < 0.1% |
| 1.07 × 10-6 | 1 | < 0.1% |
| 1.1 × 10-6 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0.973 | 1 | |
| 0.924 | 1 | |
| 0.909 | 1 | |
| 0.86 | 1 | |
| 0.847 | 2 | |
| 0.774 | 1 | |
| 0.758 | 1 | |
| 0.744 | 1 | |
| 0.742 | 1 | |
| 0.74 | 1 |
liveness
Real number (ℝ≥0)
| Distinct | 886 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1819577999 |
| Minimum | 0.021 |
|---|---|
| Maximum | 0.977 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | 0.021 |
|---|---|
| 5-th percentile | 0.061485 |
| Q1 | 0.0986 |
| median | 0.126 |
| Q3 | 0.22175 |
| 95-th percentile | 0.45215 |
| Maximum | 0.977 |
| Range | 0.956 |
| Interquartile range (IQR) | 0.12315 |
Descriptive statistics
| Standard deviation | 0.1369296136 |
|---|---|
| Coefficient of variation (CV) | 0.7525350037 |
| Kurtosis | 4.926114949 |
| Mean | 0.1819577999 |
| Median Absolute Deviation (MAD) | 0.0408 |
| Skewness | 2.078094292 |
| Sum | 585.5402 |
| Variance | 0.01874971908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.104 | 45 | 1.4% |
| 0.111 | 42 | 1.3% |
| 0.109 | 40 | 1.2% |
| 0.107 | 39 | 1.2% |
| 0.108 | 38 | 1.2% |
| 0.115 | 37 | 1.1% |
| 0.106 | 37 | 1.1% |
| 0.11 | 36 | 1.1% |
| 0.101 | 35 | 1.1% |
| 0.114 | 35 | 1.1% |
| Other values (876) | 2834 |
| Value | Count | Frequency (%) |
| 0.021 | 1 | |
| 0.0215 | 1 | |
| 0.0223 | 1 | |
| 0.0224 | 1 | |
| 0.0241 | 1 | |
| 0.0243 | 1 | |
| 0.0248 | 1 | |
| 0.0268 | 1 | |
| 0.0286 | 1 | |
| 0.0288 | 1 |
| Value | Count | Frequency (%) |
| 0.977 | 1 | |
| 0.922 | 1 | |
| 0.873 | 1 | |
| 0.843 | 1 | |
| 0.836 | 1 | |
| 0.833 | 1 | |
| 0.826 | 1 | |
| 0.823 | 1 | |
| 0.818 | 1 | |
| 0.817 | 1 |
valence
Real number (ℝ≥0)
| Distinct | 907 |
|---|---|
| Distinct (%) | 28.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4659381603 |
| Minimum | 0.0333 |
|---|---|
| Maximum | 0.991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | 0.0333 |
|---|---|
| 5-th percentile | 0.121 |
| Q1 | 0.285 |
| median | 0.4475 |
| Q3 | 0.641 |
| 95-th percentile | 0.85715 |
| Maximum | 0.991 |
| Range | 0.9577 |
| Interquartile range (IQR) | 0.356 |
Descriptive statistics
| Standard deviation | 0.2269325328 |
|---|---|
| Coefficient of variation (CV) | 0.4870443164 |
| Kurtosis | -0.8431206768 |
| Mean | 0.4659381603 |
| Median Absolute Deviation (MAD) | 0.1755 |
| Skewness | 0.2157784335 |
| Sum | 1499.389 |
| Variance | 0.05149837445 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.405 | 12 | 0.4% |
| 0.291 | 11 | 0.3% |
| 0.434 | 11 | 0.3% |
| 0.425 | 11 | 0.3% |
| 0.542 | 10 | 0.3% |
| 0.349 | 10 | 0.3% |
| 0.329 | 10 | 0.3% |
| 0.435 | 10 | 0.3% |
| 0.393 | 10 | 0.3% |
| 0.34 | 10 | 0.3% |
| Other values (897) | 3113 |
| Value | Count | Frequency (%) |
| 0.0333 | 1 | |
| 0.0361 | 1 | |
| 0.0373 | 1 | |
| 0.0376 | 1 | |
| 0.039 | 2 | |
| 0.0392 | 1 | |
| 0.0394 | 1 | |
| 0.0395 | 1 | |
| 0.0396 | 1 | |
| 0.0397 | 2 |
| Value | Count | Frequency (%) |
| 0.991 | 1 | < 0.1% |
| 0.979 | 1 | < 0.1% |
| 0.978 | 1 | < 0.1% |
| 0.974 | 1 | < 0.1% |
| 0.972 | 1 | < 0.1% |
| 0.97 | 3 | |
| 0.969 | 1 | < 0.1% |
| 0.968 | 1 | < 0.1% |
| 0.967 | 1 | < 0.1% |
| 0.966 | 3 |
tempo
Real number (ℝ≥0)
| Distinct | 3031 |
|---|---|
| Distinct (%) | 94.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.0155942 |
| Minimum | 55.513 |
|---|---|
| Maximum | 215.669 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | 55.513 |
|---|---|
| 5-th percentile | 78.0312 |
| Q1 | 96.058 |
| median | 117.5325 |
| Q3 | 139.8815 |
| 95-th percentile | 171.08885 |
| Maximum | 215.669 |
| Range | 160.156 |
| Interquartile range (IQR) | 43.8235 |
Descriptive statistics
| Standard deviation | 28.6571198 |
|---|---|
| Coefficient of variation (CV) | 0.2407845796 |
| Kurtosis | -0.3386327287 |
| Mean | 119.0155942 |
| Median Absolute Deviation (MAD) | 21.5315 |
| Skewness | 0.4647690631 |
| Sum | 382992.182 |
| Variance | 821.2305152 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130.022 | 4 | 0.1% |
| 100.021 | 4 | 0.1% |
| 129.993 | 4 | 0.1% |
| 96.038 | 3 | 0.1% |
| 97.972 | 3 | 0.1% |
| 129.964 | 3 | 0.1% |
| 122.003 | 3 | 0.1% |
| 95.002 | 3 | 0.1% |
| 101.993 | 3 | 0.1% |
| 100.049 | 3 | 0.1% |
| Other values (3021) | 3185 |
| Value | Count | Frequency (%) |
| 55.513 | 1 | |
| 59.05 | 1 | |
| 59.972 | 1 | |
| 59.989 | 1 | |
| 60.014 | 1 | |
| 60.493 | 1 | |
| 61.362 | 1 | |
| 61.381 | 1 | |
| 61.975 | 1 | |
| 62.446 | 1 |
| Value | Count | Frequency (%) |
| 215.669 | 1 | |
| 210.893 | 1 | |
| 207.982 | 1 | |
| 205.846 | 1 | |
| 205.663 | 1 | |
| 205.375 | 1 | |
| 204.002 | 1 | |
| 203.927 | 1 | |
| 203.862 | 1 | |
| 202.283 | 1 |
duration_ms
Real number (ℝ≥0)
| Distinct | 3025 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219792.6756 |
| Minimum | 36160 |
|---|---|
| Maximum | 602297 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.3 KiB |
Quantile statistics
| Minimum | 36160 |
|---|---|
| 5-th percentile | 139777.55 |
| Q1 | 184732.25 |
| median | 216006.5 |
| Q3 | 246967.5 |
| 95-th percentile | 314783.2 |
| Maximum | 602297 |
| Range | 566137 |
| Interquartile range (IQR) | 62235.25 |
Descriptive statistics
| Standard deviation | 56271.98434 |
|---|---|
| Coefficient of variation (CV) | 0.2560230189 |
| Kurtosis | 4.423107406 |
| Mean | 219792.6756 |
| Median Absolute Deviation (MAD) | 31050.5 |
| Skewness | 1.101923672 |
| Sum | 707292830 |
| Variance | 3166536222 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 204187 | 3 | 0.1% |
| 220293 | 3 | 0.1% |
| 227880 | 3 | 0.1% |
| 216520 | 3 | 0.1% |
| 237107 | 3 | 0.1% |
| 178000 | 3 | 0.1% |
| 217867 | 3 | 0.1% |
| 206120 | 3 | 0.1% |
| 211920 | 3 | 0.1% |
| 60000 | 2 | 0.1% |
| Other values (3015) | 3189 |
| Value | Count | Frequency (%) |
| 36160 | 1 | |
| 49242 | 1 | |
| 55413 | 1 | |
| 60000 | 2 | |
| 65787 | 1 | |
| 66786 | 1 | |
| 68586 | 1 | |
| 72080 | 1 | |
| 73813 | 1 | |
| 75800 | 1 |
| Value | Count | Frequency (%) |
| 602297 | 1 | |
| 592920 | 1 | |
| 576346 | 1 | |
| 547733 | 1 | |
| 530253 | 1 | |
| 526387 | 1 | |
| 516293 | 1 | |
| 500960 | 1 | |
| 496173 | 1 | |
| 482830 | 1 |
time_signature
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 182.4 KiB |
| 4 | |
|---|---|
| 3 | 107 |
| 5 | 55 |
| 1 | 15 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3218 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 3041 | |
| 3 | 107 | 3.3% |
| 5 | 55 | 1.7% |
| 1 | 15 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 4 | 3041 | |
| 3 | 107 | 3.3% |
| 5 | 55 | 1.7% |
| 1 | 15 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 3041 | |
| 3 | 107 | 3.3% |
| 5 | 55 | 1.7% |
| 1 | 15 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3218 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 3041 | |
| 3 | 107 | 3.3% |
| 5 | 55 | 1.7% |
| 1 | 15 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3218 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 3041 | |
| 3 | 107 | 3.3% |
| 5 | 55 | 1.7% |
| 1 | 15 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3218 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 3041 | |
| 3 | 107 | 3.3% |
| 5 | 55 | 1.7% |
| 1 | 15 | 0.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| id | title | all_artists | popularity | release_date | danceability | energy | key | loudness | mode | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | time_signature | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0Li1OuXXfi7950ilZUFGkF | Cardigan | Don Toliver | 70 | 2020-03-13 | 0.747 | 0.497 | 4 | -6.542 | 0 | 0.2480 | 0.000000 | 0.1380 | 0.0663 | 142.046 | 158709 | 4 |
| 1 | 4at3d5QWnlibMVN75ECDrp | Pretty Little Fears (feat. J. Cole) | J. Cole | 74 | 2018-09-14 | 0.610 | 0.458 | 9 | -11.336 | 1 | 0.6960 | 0.000103 | 0.0852 | 0.2460 | 192.099 | 240342 | 4 |
| 2 | 6b2oQwSGFkzsMtQruIWm2p | Creep | Radiohead | 10 | 1993-02-22 | 0.515 | 0.430 | 7 | -9.935 | 1 | 0.0102 | 0.000141 | 0.1290 | 0.1040 | 91.841 | 238640 | 4 |
| 3 | 5fsjS6L83RSJBqRJKL0BTY | Got Your Money (feat. Kelis) | Kelis | 0 | 2008 | 0.932 | 0.499 | 10 | -5.957 | 0 | 0.0476 | 0.000000 | 0.1210 | 0.6970 | 103.049 | 239293 | 4 |
| 4 | 7cvkXf3AwPGT041PyOi5VX | Dance for You | Beyoncé | 62 | 2011-06-24 | 0.616 | 0.780 | 2 | -6.062 | 1 | 0.0322 | 0.000000 | 0.1730 | 0.4710 | 110.005 | 377467 | 4 |
| 5 | 1SGt65i9AnXYdDQt1AtDRH | 3500 (feat. Future & 2 Chainz) | 2 Chainz | 66 | 2015-09-04 | 0.773 | 0.595 | 8 | -6.062 | 0 | 0.1140 | 0.000002 | 0.1300 | 0.3380 | 123.968 | 461840 | 4 |
| 6 | 0EHR9OObFtjlhQB8wSt1m7 | Mrs. Officer | Kidd Kidd | 65 | 2008-06-10 | 0.920 | 0.553 | 6 | -5.068 | 1 | 0.2360 | 0.000000 | 0.0767 | 0.9470 | 112.022 | 286907 | 5 |
| 7 | 1HDaPtZuixue2q6VGNRdVO | Pound Cake / Paris Morton Music 2 | JAY-Z | 0 | 2013-01-01 | 0.521 | 0.762 | 2 | -6.750 | 1 | 0.1390 | 0.000011 | 0.1140 | 0.2640 | 164.289 | 433800 | 4 |
| 8 | 0kN3oXYWWAk1uC0y2WoyOE | Love Story | Taylor Swift | 52 | 2008-11-11 | 0.618 | 0.736 | 2 | -3.937 | 1 | 0.1570 | 0.000000 | 0.0730 | 0.3070 | 118.982 | 235280 | 4 |
| 9 | 6kPJZM97LwdG9QIsT7khp6 | Solo (feat. Demi Lovato) | Demi Lovato | 73 | 2018-05-17 | 0.737 | 0.636 | 11 | -4.546 | 0 | 0.0441 | 0.000067 | 0.3500 | 0.5650 | 105.005 | 222653 | 4 |
Last rows
| id | title | all_artists | popularity | release_date | danceability | energy | key | loudness | mode | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | time_signature | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3208 | 5jbP56kEW0UPoGBICpl7VT | Blinding Lights - Chromatics Remix | Johnny Jewel | 0 | 2020-04-03 | 0.618 | 0.654 | 8 | -6.091 | 1 | 0.0084 | 0.000100 | 0.0647 | 0.712 | 171.032 | 261240 | 4 |
| 3209 | 2VOomzT6VavJOGBeySqaMc | Disturbia | Rihanna | 76 | 2008-06-02 | 0.707 | 0.813 | 11 | -4.515 | 0 | 0.0863 | 0.000000 | 0.1680 | 0.722 | 124.921 | 238627 | 4 |
| 3210 | 1xpXnpIpuvzpx9jz15baJF | Call Me | Metro Boomin | 64 | 2017-07-21 | 0.678 | 0.395 | 9 | -8.639 | 0 | 0.4110 | 0.005440 | 0.1220 | 0.136 | 170.065 | 215067 | 4 |
| 3211 | 5VA4Ispp52EA1sOqzMz3Av | All I Want Is You (feat. J. Cole) | J. Cole | 64 | 2010-11-26 | 0.776 | 0.603 | 5 | -5.696 | 1 | 0.0728 | 0.000063 | 0.1110 | 0.921 | 96.888 | 295920 | 4 |
| 3212 | 5YSfZJE0EYrGVsWeYqv9xo | Double Trouble (Quavo feat. Meek Mill) | Meek Mill | 51 | 2019-08-16 | 0.868 | 0.661 | 2 | -3.670 | 1 | 0.0769 | 0.000007 | 0.1140 | 0.482 | 165.020 | 176911 | 4 |
| 3213 | 0nbXyq5TXYPCO7pr3N8S4I | The Box | Roddy Ricch | 83 | 2019-12-06 | 0.896 | 0.586 | 10 | -6.687 | 0 | 0.1040 | 0.000000 | 0.7900 | 0.642 | 116.971 | 196653 | 4 |
| 3214 | 1xNQsOODPDIcwbeVqKzUt6 | TR666 (Freestyle) | DJ Max Star | 0 | 2018-10-04 | 0.607 | 0.467 | 11 | -11.475 | 0 | 0.4330 | 0.000419 | 0.1140 | 0.162 | 170.061 | 154411 | 4 |
| 3215 | 1s2GBzXhabhK1bjGFGMqx0 | Car Wash (Shark Tale Mix) | Missy Elliott | 0 | 2004-01-01 | 0.794 | 0.818 | 0 | -4.240 | 0 | 0.1520 | 0.000005 | 0.2210 | 0.927 | 116.053 | 228667 | 4 |
| 3216 | 5TImISmK9CQtBrt0rLbq0R | Help Yourself | Amy Winehouse | 48 | 2003 | 0.782 | 0.481 | 6 | -6.684 | 0 | 0.0386 | 0.000702 | 0.0364 | 0.728 | 88.011 | 301000 | 4 |
| 3217 | 2EniaQpyAdPbOt6irqXSpN | Poppin | Rico Nasty | 46 | 2017-10-24 | 0.759 | 0.740 | 0 | -4.847 | 1 | 0.1150 | 0.000000 | 0.2630 | 0.203 | 140.052 | 167091 | 4 |